Swarmcheck
The evaluation and quality layer for AI-native products.
Votes
5
Comments
1
What this means
+100%Launching in a 100% WoW growing category.
SaaS had 153 launches this week vs 0 last.
21Founder Conviction Index: 21 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
16%
today
Projected end-of-day votes
6range 5–8
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.3×
38 comparable launches
About
Swarmcheck is the platform engineering teams use to test, monitor, and continuously improve AI features. Unlike traditional QA tools focused on deterministic correctness, Swarmcheck AI is built for AI-native products, evaluating the quality of non-deterministic, context-dependent AI experiences across chat, RAG, agents, voice, image generation, classification, search, and more. Built for non-deterministic systems, it tests not just your product’s workflows, but the AI behaviour inside them.
Vote & comment velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Scores
Velocity20.8
Vote pace vs avg
Momentum20.8
Sustained over 6h
Virality27.7
Spread × engagement
Engagement40.0
Comments per vote